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Statistical theory
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#	Item
911	Introduction to Statistical Learning Theory Olivier Bousquet1 , St´ephane Boucheron2 , and G´abor Lugosi3 1 Max-Planck Institute for Biological Cybernetics Spemannstr. 38, DT¨ Add to Reading List Source URL: www.econ.upf.edu Language: English - Date: 2004-07-08 09:05:04 Machine learning Learning Artificial intelligence Supervised learning Statistical learning theory Empirical risk minimization Probability distribution Pattern recognition Generalization error Stability
912	Model selection Large scale model selection Summary and open problems Model Selection and Computational Oracle Inequalities for Large Scale Problems Add to Reading List Source URL: www.stat.berkeley.edu Language: English - Date: 2012-07-10 18:14:07 Econometrics Statistical theory Regression analysis Estimation theory Linear regression Feature selection Model selection Support vector machine Loss function Oracle Database Natural selection Prediction
913	CHAOS 22, Effect of discrete time observations on synchronization in Chua model and applications to data assimilation Md. Nurujjaman,1,a) Sumanth Shivamurthy,2 Amit Apte,2,b) Tanu Singla,3 and P. Parmanand Add to Reading List Source URL: home.icts.res.in Language: English - Date: 2014-05-26 00:10:45 Statistics Knowledge Epistemology Control theory Regression analysis Statistical forecasting Error Measurement Data assimilation Chaos theory Kalman filter Lyapunov exponent
914	Bayesian Optimal Control of Smoothly Parameterized Systems: arXiv:1406.3926v1 [cs.LG] 16 Jun 2014 The Lazy Posterior Sampling Algorithm Yasin Abbasi-Yadkori Add to Reading List Source URL: arxiv.org Language: English - Date: 2014-06-16 20:31:54 Statistics Statistical theory Econometrics Loss function Bayesian statistics Conjugate prior
915	Bayesian Intelligence Media Release 14 October 2009 Inaugural Meeting of the Australasian Bayesian Network Modelling Society The Australasian Bayesian Network Modelling Society (ABNMS) will be launched at its inaugural a Add to Reading List Source URL: bayesian-intelligence.com Language: English - Date: 2009-10-15 02:14:49 Statistics Statistical inference Bayesian network Networks Statistical theory Bayesian statistics Bayesian Intelligent control
916	Inference of functional clustering patterns from non-functional data Long Nguyen Department of Statistics University of Michigan Add to Reading List Source URL: dept.stat.lsa.umich.edu Language: English - Date: 2012-03-19 18:14:23 Statistics Statistical theory Probability Probability distributions Stochastic processes Dirichlet process Bayesian statistics Markov chain Monte Carlo Mixture distribution Statistical inference Concentration parameter Mixture model
917	Shift-Pessimistic Active Learning Using Robust Bias-aware Prediction Anqi Liu, Lev Reyzin and Brian D. Ziebart University of Illinois at Chicago , , Introduction •  Add to Reading List Source URL: www.levreyzin.com Language: English Statistics Knowledge Estimation theory Academia Statistical inference Machine learning Generalization error Confidence interval Regression analysis Kernel density estimation
918	Glossary abscissa 1) Math. the x-coordinate. address 1) Comp. a number that represents a location in memory. aggregate 1) Stat. to combine consecutive observations in a time series; for example, a monthly time series of Add to Reading List Source URL: www.burns-stat.com Language: English - Date: 2014-10-31 04:57:25 Mathematics Mathematical analysis Data types Regression analysis Probability theory Random variable Randomness Statistical theory Derivative Variable LOOP Parameter
919	Convergence of latent mixing measures in finite and infinite mixture models Long Nguyen Department of Statistics University of Michigan Add to Reading List Source URL: dept.stat.lsa.umich.edu Language: English - Date: 2012-09-24 16:38:48 Statistics Probability Estimation theory Stochastic processes Statistical models Probability distributions Cluster analysis Mixture model Dirichlet process Mixture distribution Identifiability
920	Introduction to Time Series Analysis. Lecture 13. Peter Bartlett Last lecture: 1. Yule-Walker estimation 2. Maximum likelihood estimator Add to Reading List Source URL: www.stat.berkeley.edu Language: English - Date: 2010-10-19 01:00:12 Estimation theory Statistics Statistical theory Maximum likelihood estimation Likelihood function

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